Profiling Report

Dataset statistics

Number of variables	15
Number of observations	883
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	106.9 KiB
Average record size in memory	124.0 B

Variable types

Text	8
Numeric	6
Categorical	1

Alerts

Overview has unique values Unique

Reproduction

Analysis started	2024-07-22 23:50:42.688669
Analysis finished	2024-07-22 23:51:13.576391
Duration	30.89 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

Series_Title
Text

Distinct	882
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	68
Median length	35
Mean length	15.16761
Min length	2

Characters and Unicode

Total characters	13393
Distinct characters	99
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	881 ?
Unique (%)	99.8%

Sample

1st row	The Godfather
2nd row	The Godfather: Part II
3rd row	12 Angry Men
4th row	Pulp Fiction
5th row	Schindler's List

Value	Count	Frequency (%)
the	217	9.0%
of	67	2.8%
a	30	1.2%
no	24	1.0%
la	23	1.0%
in	22	0.9%
and	20	0.8%
de	17	0.7%
man	15	0.6%
to	15	0.6%
Other values (1524)	1962	81.3%

Most occurring characters

Value	Count	Frequency (%)
	1529	11.4%
e	1236	9.2%
a	987	7.4%
o	842	6.3%
n	811	6.1%
i	767	5.7%
r	688	5.1%
t	633	4.7%
h	490	3.7%
s	486	3.6%
Other values (89)	4924	36.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13393	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1529	11.4%
e	1236	9.2%
a	987	7.4%
o	842	6.3%
n	811	6.1%
i	767	5.7%
r	688	5.1%
t	633	4.7%
h	490	3.7%
s	486	3.6%
Other values (89)	4924	36.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13393	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1529	11.4%
e	1236	9.2%
a	987	7.4%
o	842	6.3%
n	811	6.1%
i	767	5.7%
r	688	5.1%
t	633	4.7%
h	490	3.7%
s	486	3.6%
Other values (89)	4924	36.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13393	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1529	11.4%
e	1236	9.2%
a	987	7.4%
o	842	6.3%
n	811	6.1%
i	767	5.7%
r	688	5.1%
t	633	4.7%
h	490	3.7%
s	486	3.6%
Other values (89)	4924	36.8%

Released_Year
Real number (ℝ)

Distinct	99
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1989.4304

Minimum	1920
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.3 KiB

Quantile statistics

Minimum	1920
5-th percentile	1942
Q1	1973
median	1997
Q3	2008
95-th percentile	2017
Maximum	2020
Range	100
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	23.747406
Coefficient of variation (CV)	0.011936787
Kurtosis	-0.26003619
Mean	1989.4304
Median Absolute Deviation (MAD)	15
Skewness	-0.83165202
Sum	1756667
Variance	563.9393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2004	28	3.2%
2013	25	2.8%
2007	24	2.7%
2006	23	2.6%
2014	23	2.6%
2009	22	2.5%
2016	22	2.5%
1993	21	2.4%
2015	21	2.4%
2001	21	2.4%
Other values (89)	653	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1920	1	0.1%
1921	1	0.1%
1922	1	0.1%
1924	1	0.1%
1925	2	0.2%
1926	1	0.1%
1927	2	0.2%
1928	2	0.2%
1930	1	0.1%
1931	3	0.3%

Value	Count	Frequency (%)
2020	6	0.7%
2019	19	2.2%
2018	12	1.4%
2017	16	1.8%
2016	22	2.5%
2015	21	2.4%
2014	23	2.6%
2013	25	2.8%
2012	18	2.0%
2011	16	1.8%

Certificate
Categorical

Distinct	16
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

U	292
A	182
R	142
UA	124
PG-13	40
Other values (11)	103

Length

Max length	8
Median length	1
Mean length	1.6783692
Min length	1

Characters and Unicode

Total characters	1482
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.6%

Sample

1st row	A
2nd row	A
3rd row	U
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
U	292	33.1%
A	182	20.6%
R	142	16.1%
UA	124	14.0%
PG-13	40	4.5%
PG	37	4.2%
Passed	34	3.9%
G	11	1.2%
Approved	11	1.2%
TV-PG	3	0.3%
Other values (6)	7	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
u	292	33.1%
a	182	20.6%
r	142	16.1%
ua	124	14.0%
pg-13	40	4.5%
pg	37	4.2%
passed	34	3.9%
g	11	1.2%
approved	11	1.2%
tv-pg	3	0.3%
Other values (6)	7	0.8%

Most occurring characters

Value	Count	Frequency (%)
U	418	28.2%
A	319	21.5%
R	142	9.6%
P	116	7.8%
G	93	6.3%
s	68	4.6%
e	46	3.1%
d	46	3.1%
-	45	3.0%
1	42	2.8%
Other values (14)	147	9.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1482	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	418	28.2%
A	319	21.5%
R	142	9.6%
P	116	7.8%
G	93	6.3%
s	68	4.6%
e	46	3.1%
d	46	3.1%
-	45	3.0%
1	42	2.8%
Other values (14)	147	9.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1482	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	418	28.2%
A	319	21.5%
R	142	9.6%
P	116	7.8%
G	93	6.3%
s	68	4.6%
e	46	3.1%
d	46	3.1%
-	45	3.0%
1	42	2.8%
Other values (14)	147	9.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1482	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	418	28.2%
A	319	21.5%
R	142	9.6%
P	116	7.8%
G	93	6.3%
s	68	4.6%
e	46	3.1%
d	46	3.1%
-	45	3.0%
1	42	2.8%
Other values (14)	147	9.9%

Runtime
Real number (ℝ)

Distinct	138
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.9966

Minimum	45
Maximum	321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.8 KiB

Quantile statistics

Minimum	45
5-th percentile	87
Q1	102
median	118
Q3	135
95-th percentile	176.8
Maximum	321
Range	276
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	28.111718
Coefficient of variation (CV)	0.23043034
Kurtosis	3.8048169
Mean	121.9966
Median Absolute Deviation (MAD)	16
Skewness	1.2778454
Sum	107723
Variance	790.2687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
113	22	2.5%
129	21	2.4%
101	21	2.4%
110	19	2.2%
122	18	2.0%
100	18	2.0%
130	18	2.0%
120	17	1.9%
102	16	1.8%
118	16	1.8%
Other values (128)	697	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45	1	0.1%
64	1	0.1%
67	1	0.1%
68	1	0.1%
69	1	0.1%
70	1	0.1%
71	2	0.2%
72	2	0.2%
75	2	0.2%
76	3	0.3%

Value	Count	Frequency (%)
321	1	0.1%
242	1	0.1%
229	1	0.1%
228	1	0.1%
224	1	0.1%
220	1	0.1%
212	1	0.1%
210	1	0.1%
209	1	0.1%
207	1	0.1%

Genre
Text

Distinct	196
Distinct (%)	22.2%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	29
Median length	24
Mean length	18.566251
Min length	5

Characters and Unicode

Total characters	16394
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77 ?
Unique (%)	8.7%

Sample

1st row	Crime, Drama
2nd row	Crime, Drama
3rd row	Crime, Drama
4th row	Crime, Drama
5th row	Biography, Drama, History

Value	Count	Frequency (%)
drama	683	30.8%
comedy	207	9.3%
crime	202	9.1%
action	134	6.0%
thriller	125	5.6%
romance	120	5.4%
adventure	119	5.4%
biography	102	4.6%
mystery	93	4.2%
animation	55	2.5%
Other values (11)	380	17.1%

Most occurring characters

Value	Count	Frequency (%)
a	1859	11.3%
r	1695	10.3%
,	1337	8.2%
	1337	8.2%
m	1331	8.1%
e	1019	6.2%
i	952	5.8%
o	767	4.7%
D	683	4.2%
y	644	3.9%
Other values (23)	4770	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16394	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1859	11.3%
r	1695	10.3%
,	1337	8.2%
	1337	8.2%
m	1331	8.1%
e	1019	6.2%
i	952	5.8%
o	767	4.7%
D	683	4.2%
y	644	3.9%
Other values (23)	4770	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16394	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1859	11.3%
r	1695	10.3%
,	1337	8.2%
	1337	8.2%
m	1331	8.1%
e	1019	6.2%
i	952	5.8%
o	767	4.7%
D	683	4.2%
y	644	3.9%
Other values (23)	4770	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16394	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1859	11.3%
r	1695	10.3%
,	1337	8.2%
	1337	8.2%
m	1331	8.1%
e	1019	6.2%
i	952	5.8%
o	767	4.7%
D	683	4.2%
y	644	3.9%
Other values (23)	4770	29.1%

IMDB_Rating
Real number (ℝ)

Distinct	16
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9382786

Minimum	7.6
Maximum	9.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.8 KiB

Quantile statistics

Minimum	7.6
5-th percentile	7.6
Q1	7.7
median	7.9
Q3	8.1
95-th percentile	8.4
Maximum	9.2
Range	1.6
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.26022444
Coefficient of variation (CV)	0.032780966
Kurtosis	1.0793163
Mean	7.9382786
Median Absolute Deviation (MAD)	0.2
Skewness	0.89377459
Sum	7009.5
Variance	0.067716761
Monotonicity	Decreasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
7.7	142	16.1%
7.8	135	15.3%
8	120	13.6%
8.1	116	13.1%
7.6	109	12.3%
7.9	98	11.1%
8.2	62	7.0%
8.3	42	4.8%
8.4	23	2.6%
8.5	15	1.7%
Other values (6)	21	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.6	109	12.3%
7.7	142	16.1%
7.8	135	15.3%
7.9	98	11.1%
8	120	13.6%
8.1	116	13.1%
8.2	62	7.0%
8.3	42	4.8%
8.4	23	2.6%
8.5	15	1.7%

Value	Count	Frequency (%)
9.2	1	0.1%
9	2	0.2%
8.9	2	0.2%
8.8	2	0.2%
8.7	2	0.2%
8.6	12	1.4%
8.5	15	1.7%
8.4	23	2.6%
8.3	42	4.8%
8.2	62	7.0%

Overview
Text

UNIQUE

Distinct	883
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	313
Median length	198
Mean length	144.73839
Min length	40

Characters and Unicode

Total characters	127804
Distinct characters	85
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	883 ?
Unique (%)	100.0%

Sample

1st row	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.
2nd row	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.
3rd row	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.
4th row	The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.
5th row	In German-occupied Poland during World War II, industrialist Oskar Schindler gradually becomes concerned for his Jewish workforce after witnessing their persecution by the Nazis.

Value	Count	Frequency (%)
a	1423	6.5%
the	1019	4.7%
of	689	3.2%
to	674	3.1%
and	602	2.8%
in	518	2.4%
his	454	2.1%
an	259	1.2%
is	215	1.0%
with	207	0.9%
Other values (5392)	15770	72.2%

Most occurring characters

Value	Count	Frequency (%)
	20961	16.4%
e	12164	9.5%
a	8527	6.7%
t	8086	6.3%
i	7833	6.1%
n	7555	5.9%
o	7446	5.8%
r	7146	5.6%
s	7028	5.5%
h	4902	3.8%
Other values (75)	36156	28.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	127804	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	20961	16.4%
e	12164	9.5%
a	8527	6.7%
t	8086	6.3%
i	7833	6.1%
n	7555	5.9%
o	7446	5.8%
r	7146	5.6%
s	7028	5.5%
h	4902	3.8%
Other values (75)	36156	28.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	127804	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	20961	16.4%
e	12164	9.5%
a	8527	6.7%
t	8086	6.3%
i	7833	6.1%
n	7555	5.9%
o	7446	5.8%
r	7146	5.6%
s	7028	5.5%
h	4902	3.8%
Other values (75)	36156	28.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	127804	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	20961	16.4%
e	12164	9.5%
a	8527	6.7%
t	8086	6.3%
i	7833	6.1%
n	7555	5.9%
o	7446	5.8%
r	7146	5.6%
s	7028	5.5%
h	4902	3.8%
Other values (75)	36156	28.3%

Meta_score
Real number (ℝ)

Distinct	64
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78.055665

Minimum	28
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.8 KiB

Quantile statistics

Minimum	28
5-th percentile	57
Q1	72
median	77.969121
Q3	86
95-th percentile	96
Maximum	100
Range	72
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.474185
Coefficient of variation (CV)	0.14700003
Kurtosis	1.1875866
Mean	78.055665
Median Absolute Deviation (MAD)	6.9691211
Skewness	-0.69983997
Sum	68923.152
Variance	131.65693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.96912114	157	17.8%
76	29	3.3%
84	26	2.9%
90	26	2.9%
86	25	2.8%
77	24	2.7%
85	23	2.6%
73	23	2.6%
83	23	2.6%
72	22	2.5%
Other values (54)	505	57.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28	1	0.1%
30	1	0.1%
33	1	0.1%
36	1	0.1%
40	1	0.1%
41	1	0.1%
44	1	0.1%
45	3	0.3%
46	1	0.1%
47	4	0.5%

Value	Count	Frequency (%)
100	12	1.4%
99	4	0.5%
98	9	1.0%
97	11	1.2%
96	16	1.8%
95	8	0.9%
94	17	1.9%
93	14	1.6%
92	11	1.2%
91	17	1.9%

Director
Text

Distinct	503
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	32
Median length	22
Mean length	13.523216
Min length	7

Characters and Unicode

Total characters	11941
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	333 ?
Unique (%)	37.7%

Sample

1st row	Francis Ford Coppola
2nd row	Francis Ford Coppola
3rd row	Sidney Lumet
4th row	Quentin Tarantino
5th row	Steven Spielberg

Value	Count	Frequency (%)
john	31	1.7%
david	23	1.3%
james	17	0.9%
robert	16	0.9%
martin	15	0.8%
alfred	14	0.8%
stanley	14	0.8%
hitchcock	14	0.8%
richard	14	0.8%
george	13	0.7%
Other values (829)	1666	90.7%

Most occurring characters

Value	Count	Frequency (%)
e	1042	8.7%
a	1029	8.6%
	954	8.0%
n	845	7.1%
r	802	6.7%
o	753	6.3%
i	751	6.3%
l	489	4.1%
s	422	3.5%
t	363	3.0%
Other values (59)	4491	37.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11941	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1042	8.7%
a	1029	8.6%
	954	8.0%
n	845	7.1%
r	802	6.7%
o	753	6.3%
i	751	6.3%
l	489	4.1%
s	422	3.5%
t	363	3.0%
Other values (59)	4491	37.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11941	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1042	8.7%
a	1029	8.6%
	954	8.0%
n	845	7.1%
r	802	6.7%
o	753	6.3%
i	751	6.3%
l	489	4.1%
s	422	3.5%
t	363	3.0%
Other values (59)	4491	37.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11941	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1042	8.7%
a	1029	8.6%
	954	8.0%
n	845	7.1%
r	802	6.7%
o	753	6.3%
i	751	6.3%
l	489	4.1%
s	422	3.5%
t	363	3.0%
Other values (59)	4491	37.6%

Star1
Text

Distinct	610
Distinct (%)	69.1%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	25
Median length	21
Mean length	13.062288
Min length	4

Characters and Unicode

Total characters	11534
Distinct characters	72
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	477 ?
Unique (%)	54.0%

Sample

1st row	Marlon Brando
2nd row	Al Pacino
3rd row	Henry Fonda
4th row	John Travolta
5th row	Liam Neeson

Value	Count	Frequency (%)
khan	16	0.9%
james	15	0.8%
robert	14	0.8%
tom	14	0.8%
john	13	0.7%
ethan	11	0.6%
niro	11	0.6%
de	11	0.6%
al	11	0.6%
michael	11	0.6%
Other values (1046)	1679	93.0%

Most occurring characters

Value	Count	Frequency (%)
a	1115	9.7%
e	979	8.5%
	923	8.0%
n	849	7.4%
r	725	6.3%
i	691	6.0%
o	667	5.8%
l	514	4.5%
t	415	3.6%
h	386	3.3%
Other values (62)	4270	37.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11534	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1115	9.7%
e	979	8.5%
	923	8.0%
n	849	7.4%
r	725	6.3%
i	691	6.0%
o	667	5.8%
l	514	4.5%
t	415	3.6%
h	386	3.3%
Other values (62)	4270	37.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11534	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1115	9.7%
e	979	8.5%
	923	8.0%
n	849	7.4%
r	725	6.3%
i	691	6.0%
o	667	5.8%
l	514	4.5%
t	415	3.6%
h	386	3.3%
Other values (62)	4270	37.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11534	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1115	9.7%
e	979	8.5%
	923	8.0%
n	849	7.4%
r	725	6.3%
i	691	6.0%
o	667	5.8%
l	514	4.5%
t	415	3.6%
h	386	3.3%
Other values (62)	4270	37.0%

Star2
Text

Distinct	772
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	25
Median length	22
Mean length	13.218573
Min length	4

Characters and Unicode

Total characters	11672
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	685 ?
Unique (%)	77.6%

Sample

1st row	Al Pacino
2nd row	Robert De Niro
3rd row	Lee J. Cobb
4th row	Uma Thurman
5th row	Ralph Fiennes

Value	Count	Frequency (%)
john	20	1.1%
robert	12	0.7%
michael	12	0.7%
lee	10	0.6%
james	9	0.5%
george	7	0.4%
jack	7	0.4%
julie	7	0.4%
diane	6	0.3%
keaton	6	0.3%
Other values (1300)	1720	94.7%

Most occurring characters

Value	Count	Frequency (%)
a	1196	10.2%
e	1048	9.0%
	933	8.0%
n	847	7.3%
r	783	6.7%
i	721	6.2%
o	625	5.4%
l	517	4.4%
t	418	3.6%
s	381	3.3%
Other values (59)	4203	36.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1196	10.2%
e	1048	9.0%
	933	8.0%
n	847	7.3%
r	783	6.7%
i	721	6.2%
o	625	5.4%
l	517	4.4%
t	418	3.6%
s	381	3.3%
Other values (59)	4203	36.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1196	10.2%
e	1048	9.0%
	933	8.0%
n	847	7.3%
r	783	6.7%
i	721	6.2%
o	625	5.4%
l	517	4.4%
t	418	3.6%
s	381	3.3%
Other values (59)	4203	36.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1196	10.2%
e	1048	9.0%
	933	8.0%
n	847	7.3%
r	783	6.7%
i	721	6.2%
o	625	5.4%
l	517	4.4%
t	418	3.6%
s	381	3.3%
Other values (59)	4203	36.0%

Star3
Text

Distinct	800
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	27
Median length	21
Mean length	13.355606
Min length	4

Characters and Unicode

Total characters	11793
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	734 ?
Unique (%)	83.1%

Sample

1st row	James Caan
2nd row	Robert Duvall
3rd row	Martin Balsam
4th row	Samuel L. Jackson
5th row	Ben Kingsley

Value	Count	Frequency (%)
john	21	1.2%
robert	15	0.8%
michael	13	0.7%
richard	8	0.4%
jack	8	0.4%
christopher	8	0.4%
george	7	0.4%
james	7	0.4%
de	6	0.3%
lee	6	0.3%
Other values (1340)	1723	94.6%

Most occurring characters

Value	Count	Frequency (%)
a	1158	9.8%
e	1010	8.6%
	939	8.0%
n	825	7.0%
i	802	6.8%
r	747	6.3%
o	681	5.8%
l	545	4.6%
t	387	3.3%
s	374	3.2%
Other values (63)	4325	36.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11793	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1158	9.8%
e	1010	8.6%
	939	8.0%
n	825	7.0%
i	802	6.8%
r	747	6.3%
o	681	5.8%
l	545	4.6%
t	387	3.3%
s	374	3.2%
Other values (63)	4325	36.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11793	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1158	9.8%
e	1010	8.6%
	939	8.0%
n	825	7.0%
i	802	6.8%
r	747	6.3%
o	681	5.8%
l	545	4.6%
t	387	3.3%
s	374	3.2%
Other values (63)	4325	36.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11793	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1158	9.8%
e	1010	8.6%
	939	8.0%
n	825	7.0%
i	802	6.8%
r	747	6.3%
o	681	5.8%
l	545	4.6%
t	387	3.3%
s	374	3.2%
Other values (63)	4325	36.7%

Star4
Text

Distinct	838
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Memory size	13.8 KiB

Length

Max length	27
Median length	22
Mean length	13.244621
Min length	4

Characters and Unicode

Total characters	11695
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	794 ?
Unique (%)	89.9%

Sample

1st row	Diane Keaton
2nd row	Diane Keaton
3rd row	John Fiedler
4th row	Bruce Willis
5th row	Caroline Goodall

Value	Count	Frequency (%)
john	21	1.1%
michael	12	0.7%
james	10	0.5%
bill	7	0.4%
charles	7	0.4%
kim	7	0.4%
paul	6	0.3%
martin	6	0.3%
mitchell	6	0.3%
jack	6	0.3%
Other values (1430)	1739	95.2%

Most occurring characters

Value	Count	Frequency (%)
a	1159	9.9%
e	978	8.4%
	944	8.1%
r	807	6.9%
n	796	6.8%
i	763	6.5%
o	628	5.4%
l	550	4.7%
s	390	3.3%
h	367	3.1%
Other values (63)	4313	36.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11695	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1159	9.9%
e	978	8.4%
	944	8.1%
r	807	6.9%
n	796	6.8%
i	763	6.5%
o	628	5.4%
l	550	4.7%
s	390	3.3%
h	367	3.1%
Other values (63)	4313	36.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11695	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1159	9.9%
e	978	8.4%
	944	8.1%
r	807	6.9%
n	796	6.8%
i	763	6.5%
o	628	5.4%
l	550	4.7%
s	390	3.3%
h	367	3.1%
Other values (63)	4313	36.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11695	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1159	9.9%
e	978	8.4%
	944	8.1%
r	807	6.9%
n	796	6.8%
i	763	6.5%
o	628	5.4%
l	550	4.7%
s	390	3.3%
h	367	3.1%
Other values (63)	4313	36.9%

No_of_Votes
Real number (ℝ)

Distinct	882
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	211144.59

Minimum	25088
Maximum	1854740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.8 KiB

Quantile statistics

Minimum	25088
5-th percentile	28755.1
Q1	51337.5
median	108399
Q3	265380
95-th percentile	720163.5
Maximum	1854740
Range	1829652
Interquartile range (IQR)	214042.5

Descriptive statistics

Standard deviation	251736.7
Coefficient of variation (CV)	1.192248
Kurtosis	7.8170685
Mean	211144.59
Median Absolute Deviation (MAD)	70332
Skewness	2.457641
Sum	1.8644067 × 10⁸
Variance	6.3371368 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65341	2	0.2%
1620367	1	0.1%
148359	1	0.1%
42376	1	0.1%
126082	1	0.1%
184740	1	0.1%
125276	1	0.1%
124193	1	0.1%
122779	1	0.1%
45624	1	0.1%
Other values (872)	872	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25088	1	0.1%
25198	1	0.1%
25229	1	0.1%
25312	1	0.1%
25344	1	0.1%
25938	1	0.1%
26337	1	0.1%
26402	1	0.1%
26429	1	0.1%
26457	1	0.1%

Value	Count	Frequency (%)
1854740	1	0.1%
1826188	1	0.1%
1620367	1	0.1%
1445096	1	0.1%
1270197	1	0.1%
1267869	1	0.1%
1213505	1	0.1%
1190259	1	0.1%
1189773	1	0.1%
1187498	1	0.1%

Gross
Real number (ℝ)

Distinct	707
Distinct (%)	80.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39002905

Minimum	1305
Maximum	1.6119778 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.8 KiB

Quantile statistics

Minimum	1305
5-th percentile	152301.9
Q1	3990500
median	28262574
Q3	68082574
95-th percentile	1.167761 × 10⁸
Maximum	1.6119778 × 10⁸
Range	1.6119648 × 10⁸
Interquartile range (IQR)	64092074

Descriptive statistics

Standard deviation	38044616
Coefficient of variation (CV)	0.97543032
Kurtosis	0.051466549
Mean	39002905
Median Absolute Deviation (MAD)	27262529
Skewness	0.84905883
Sum	3.4439565 × 10¹⁰
Variance	1.4473928 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68082574.1	169	19.1%
4360000	5	0.6%
5321508	2	0.2%
9600000	2	0.2%
5450000	2	0.2%
25000000	2	0.2%
2500000	1	0.1%
70136369	1	0.1%
1436000	1	0.1%
61503218	1	0.1%
Other values (697)	697	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1305	1	0.1%
3296	1	0.1%
3600	1	0.1%
6013	1	0.1%
6460	1	0.1%
7461	1	0.1%
8060	1	0.1%
10177	1	0.1%
10950	1	0.1%
12562	1	0.1%

Value	Count	Frequency (%)
161197785	1	0.1%
159600000	1	0.1%
159227644	1	0.1%
156452370	1	0.1%
154058340	1	0.1%
151101803	1	0.1%
148478011	1	0.1%
148095302	1	0.1%
146408305	1	0.1%
145000989	1	0.1%

Auto

Heatmap
Table

	Certificate	Gross	IMDB_Rating	Meta_score	No_of_Votes	Released_Year	Runtime
Certificate	1.000	0.101	0.030	0.060	0.089	0.258	0.109
Gross	0.101	1.000	-0.067	-0.041	0.283	-0.022	0.088
IMDB_Rating	0.030	-0.067	1.000	0.245	0.174	-0.136	0.212
Meta_score	0.060	-0.041	0.245	1.000	-0.038	-0.232	-0.050
No_of_Votes	0.089	0.283	0.174	-0.038	1.000	0.196	0.122
Released_Year	0.258	-0.022	-0.136	-0.232	0.196	1.000	0.199
Runtime	0.109	0.088	0.212	-0.050	0.122	0.199	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Series_Title	Released_Year	Certificate	Runtime	Genre	IMDB_Rating	Overview	Meta_score	Director	Star1	Star2	Star3	Star4	No_of_Votes	Gross
0	The Godfather	1972	A	175.0	Crime, Drama	9.2	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.	100.0	Francis Ford Coppola	Marlon Brando	Al Pacino	James Caan	Diane Keaton	1620367	1.349664e+08
2	The Godfather: Part II	1974	A	202.0	Crime, Drama	9.0	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.	90.0	Francis Ford Coppola	Al Pacino	Robert De Niro	Robert Duvall	Diane Keaton	1129952	5.730000e+07
3	12 Angry Men	1957	U	96.0	Crime, Drama	9.0	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.	96.0	Sidney Lumet	Henry Fonda	Lee J. Cobb	Martin Balsam	John Fiedler	689845	4.360000e+06
5	Pulp Fiction	1994	A	154.0	Crime, Drama	8.9	The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.	94.0	Quentin Tarantino	John Travolta	Uma Thurman	Samuel L. Jackson	Bruce Willis	1826188	1.079288e+08
6	Schindler's List	1993	A	195.0	Biography, Drama, History	8.9	In German-occupied Poland during World War II, industrialist Oskar Schindler gradually becomes concerned for his Jewish workforce after witnessing their persecution by the Nazis.	94.0	Steven Spielberg	Liam Neeson	Ralph Fiennes	Ben Kingsley	Caroline Goodall	1213505	9.689882e+07
8	Fight Club	1999	A	139.0	Drama	8.8	An insomniac office worker and a devil-may-care soapmaker form an underground fight club that evolves into something much, much more.	66.0	David Fincher	Brad Pitt	Edward Norton	Meat Loaf	Zach Grenier	1854740	3.703010e+07
11	Il buono, il brutto, il cattivo	1966	A	161.0	Western	8.8	A bounty hunting scam joins two men in an uneasy alliance against a third in a race to find a fortune in gold buried in a remote cemetery.	90.0	Sergio Leone	Clint Eastwood	Eli Wallach	Lee Van Cleef	Aldo Giuffrè	688390	6.100000e+06
14	Goodfellas	1990	A	146.0	Biography, Crime, Drama	8.7	The story of Henry Hill and his life in the mob, covering his relationship with his wife Karen Hill and his mob partners Jimmy Conway and Tommy DeVito in the Italian-American crime syndicate.	90.0	Martin Scorsese	Robert De Niro	Ray Liotta	Joe Pesci	Lorraine Bracco	1020727	4.683639e+07
16	One Flew Over the Cuckoo's Nest	1975	A	133.0	Drama	8.7	A criminal pleads insanity and is admitted to a mental institution, where he rebels against the oppressive nurse and rallies up the scared patients.	83.0	Milos Forman	Jack Nicholson	Louise Fletcher	Michael Berryman	Peter Brocco	918088	1.120000e+08
17	Hamilton	2020	PG-13	160.0	Biography, Drama, History	8.6	The real life of one of America's foremost founding fathers and first Secretary of the Treasury, Alexander Hamilton. Captured live on Broadway from the Richard Rodgers Theater with the original Broadway cast.	90.0	Thomas Kail	Lin-Manuel Miranda	Phillipa Soo	Leslie Odom Jr.	Renée Elise Goldsberry	55291	6.808257e+07

	Series_Title	Released_Year	Certificate	Runtime	Genre	IMDB_Rating	Overview	Meta_score	Director	Star1	Star2	Star3	Star4	No_of_Votes	Gross
989	Giù la testa	1971	PG	157.0	Drama, War, Western	7.6	A low-life bandit and an I.R.A. explosives expert rebel against the government and become heroes of the Mexican Revolution.	77.0	Sergio Leone	Rod Steiger	James Coburn	Romolo Valli	Maria Monti	30144	6.966900e+05
990	Kelly's Heroes	1970	GP	144.0	Adventure, Comedy, War	7.6	A group of U.S. soldiers sneaks across enemy lines to get their hands on a secret stash of Nazi treasure.	50.0	Brian G. Hutton	Clint Eastwood	Telly Savalas	Don Rickles	Carroll O'Connor	45338	1.378435e+06
991	The Jungle Book	1967	U	78.0	Animation, Adventure, Family	7.6	Bagheera the Panther and Baloo the Bear have a difficult time trying to convince a boy to leave the jungle for human civilization.	65.0	Wolfgang Reitherman	Phil Harris	Sebastian Cabot	Louis Prima	Bruce Reitherman	166409	1.418436e+08
992	Blowup	1966	A	111.0	Drama, Mystery, Thriller	7.6	A fashion photographer unknowingly captures a death on film after following two lovers in a park.	82.0	Michelangelo Antonioni	David Hemmings	Vanessa Redgrave	Sarah Miles	John Castle	56513	6.808257e+07
993	A Hard Day's Night	1964	U	87.0	Comedy, Music, Musical	7.6	Over two "typical" days in the life of The Beatles, the boys struggle to keep themselves and Sir Paul McCartney's mischievous grandfather in check while preparing for a live television performance.	96.0	Richard Lester	John Lennon	Paul McCartney	George Harrison	Ringo Starr	40351	1.378002e+07
994	Breakfast at Tiffany's	1961	A	115.0	Comedy, Drama, Romance	7.6	A young New York socialite becomes interested in a young man who has moved into her apartment building, but her past threatens to get in the way.	76.0	Blake Edwards	Audrey Hepburn	George Peppard	Patricia Neal	Buddy Ebsen	166544	6.808257e+07
995	Giant	1956	G	201.0	Drama, Western	7.6	Sprawling epic covering the life of a Texas cattle rancher and his family and associates.	84.0	George Stevens	Elizabeth Taylor	Rock Hudson	James Dean	Carroll Baker	34075	6.808257e+07
996	From Here to Eternity	1953	Passed	118.0	Drama, Romance, War	7.6	In Hawaii in 1941, a private is cruelly punished for not boxing on his unit's team, while his captain's wife and second-in-command are falling in love.	85.0	Fred Zinnemann	Burt Lancaster	Montgomery Clift	Deborah Kerr	Donna Reed	43374	3.050000e+07
997	Lifeboat	1944	U	97.0	Drama, War	7.6	Several survivors of a torpedoed merchant ship in World War II find themselves in the same lifeboat with one of the crew members of the U-boat that sank their ship.	78.0	Alfred Hitchcock	Tallulah Bankhead	John Hodiak	Walter Slezak	William Bendix	26471	6.808257e+07
998	The 39 Steps	1935	U	86.0	Crime, Mystery, Thriller	7.6	A man in London tries to help a counter-espionage Agent. But when the Agent is killed, and the man stands accused, he must go on the run to save himself and stop a spy ring which is trying to steal top secret information.	93.0	Alfred Hitchcock	Robert Donat	Madeleine Carroll	Lucie Mannheim	Godfrey Tearle	51853	6.808257e+07

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script